Figure REF  illustrated that the isolation forest approach has best consistency in performance for all dataset and LOF has worst performance. The drop of V-detector methods consistency over the dataset were due to limitation of dimensionailty reduction technique, Our extended experiments with combination of PCA-transformed dataset and kernel-PCA[1]} transformed data-set exhibited that this limitation can be addressed in NSA using V-detector.
